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The Key Theirem Of Statistical Learning Theory About Fuzzy Examples

Posted on:2005-06-28Degree:MasterType:Thesis
Country:ChinaCandidate:W G TangFull Text:PDF
GTID:2120360125454780Subject:Applied Mathematics
Abstract/Summary:PDF Full Text Request
In thesis,the nontrivial eonsistency,key theorem oflearnlng Proeesses abouty examPles were generalized by use ofthe knowledge ofstatistiealthvaguedata:Some defiions sueh as fuzzy risketional,y emPirieal risk fiulctional,eirieal risk minimization PrineiPle are ProPosed:Te key theorem of leamingtheory based onzZy exnPles was Proofed:Ad we also stUdied the bounds on rateconvergenee ofthe leaming Proeesses,...
Keywords/Search Tags:Fuzzy random variability, fuzzy risk functional, strictly consistent convergence, bounds on rate of uniform convergence
PDF Full Text Request
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